openai在2021年一篇文章,当时语言模型在多步的数学推理上表现很差,文章中采用了一种generator+verifier的方式来提升模型效果。当前使用的GSM8K(grade school math 8.5K)评测集也是这篇文章提出的。 GSM8K:共…
Math word problems require interpreting what is being asked and simplifying that into a basic math equation. Once you have the equation you can then enter that into the problem solver as a basic math or algebra question to be correctly solved. Below are math word problem examples and their si...
With WordMath you can just scan the problem and get step by step solutions. You can also scan word problems and WordMath either automatically detects the problems and gives the solution or display the full web solution results. Also explore the graphical plot representation of the solution. Word...
虽然说大语言模型已经证明了它在NLP领域的各类下游任务中的卓越能力,但是GPT-4可能在数学推理(包括算数任务和中文数学文本题目)中展现处很好的能力(arithmetic tasks and Chinese math word problems) :但其实他这里的MWPs很简单,经测试,难一点,逻辑强的题目它完全做不出来。。。 对于算数任务来说arithmetic tasks 作...
每日即兴英文演讲Describe a useful skill you learned in a math class from your primary 04:33 每日即兴英文演讲Describe the time that you used your creativity to solve a problem 03:04 每日即兴英文演讲 - What techniques do you use when you need to solve a problem 03:02 每日即兴英文演讲 ...
This research investigation examined the effects of "GO Solve Word Problems" math intervention on problem-solving skills of struggling 5th grade students. In a randomized controlled study, 16 5th grade students were given a 12-week intervention of "GO Solve", a computer-based program designed to...
education, it takes the fear and frustration out of mathematics word problems by providing a simple, step-by-step approach that emphasizes the mechanics and grammar of problem solving and that is guaranteed to make solving all types of math word problems a breeze, even for math-phobic students...
math word problems. It’s interactive feature will push children to think and will help them to reach results. Teachers in the classroom provide examples including hand gestures, movement of arms, a child therefore always look for a spark that would hit his brain to learn and solve math ...
The problem of designing NLP solvers for math word problems (MWP) has seen sustained research activity and steady gains in the test accuracy. Since existing solvers achieve high performance on the benchmark datasets for elementary level MWPs containing one-unknown arithmetic ...
This paper proposes a tag-based statistical framework to solve math word problems with understanding and reasoning. It analyzes the body and question texts into their associated tag-based logic forms, and then performs inference on them. Comparing to those rule-based approaches, the proposed statisti...